🧠 Real-Time Sign Language Recognition with Suggestions & Speech

This project is a real-time hand gesture recognition system that uses your webcam to detect American Sign Language (ASL) gestures (A–Y except J and Z) and convert them into text. It also provides word suggestions and speaks them out using text-to-speech.

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🚀 Features

• 📷 Real-time sign language detection using MediaPipe
• 🤖 Gesture recognition powered by a TensorFlow CNN model
• 🗣️ Converts predicted text to speech using pyttsx3
• 💡 Smart suggestions for predicted words
• 🖐️ Supports 24 ASL gestures (A–Y, excluding J & Z)

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🛠️ Installation

Clone the repository

git clone https://github.com/khanak0509/ASL-Gesture-Recognizer.git
cd sign-language-detector